4 Commits
Author SHA1 Message Date
9ed1f07ca0 Add unittests for supervision.key_points.core (#2190)
* adding unit testcases for keypoints from_inference(), from_mediapipe() and from_yolo_nas() functions
* modifying test_from_mediapipe_input()
* Apply suggestions from code review

---------

Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-03-30 20:36:31 +02:00
acbaf4ff25 Correct confusion matrix calculation-function evaluate_detection_batch (#1853)
* Correct confusion matrix calculation-function evaluate_detection_batch
* Correct confusion matrix computation
* Add 3 more tests for empty Detections-GTs
* Minor changes in too-long lines corrected
* Replace deprecated mock_detections with _create_detections
* Fix indentation in test assertions and add missing `self` parameter in `test_confusion_matrix`.
* Update metric computations to improve numerical stability and replace deprecated NumPy functions
* Add IoU+class matching tests and synthetic dataset fixtures for detection metrics
* Use `Optional` for type hinting `classes` parameter in `_yolo_dataset_factory`. Import `Optional` from `typing`.
* Refactor detection metric tests to simplify confusion matrix assertions and enhance IoU+class matching validation.
* Apply suggestions from code review
* fix(pre_commit): 🎨 auto format pre-commit hooks

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-02-12 18:54:00 +09:00
124be19928 Fix MeanAverageRecall compute mAR@K using top-K detections per image [COCO-compliant] (#2136)
* Supersedes #1967
* fix: COCO-compliant mAR calculation
* Add complex test of mAP
* fix(metrics): cast optional detections fields in mAR metric for mypy
* Add `create_yolo_dataset` utility and refactor tests with fixtures for reusable scenarios
* Refine docstrings for clarity and consistency, adding inline formatting and fixing typos in test helpers and metrics.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: jirka <6035284+Borda@users.noreply.github.com>
2026-02-12 17:59:11 +09:00
Jirka Borovec b8a2a6996c refactor: reorganize project structure and update module imports (#2112)
* refactor: reorganize project structure and update module imports
* configure setuptools to use 'src' layout and adjust package discovery
* refactor: move tests to `tests` directory and update imports accordingly
* update lint and mypy configurations to align with `src` and `tests` structure
* update test imports to use corrected `tests.helpers` module path
* fix(pre_commit): 🎨 auto format pre-commit hooks
2026-02-03 15:24:47 +01:00